Paper Citation Record · LEDGER

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA

As of 10 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 4 inbound Pith citation observations for arXiv:2506.20856.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.20856 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:45:47.190268Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:19:12.401967Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-01T15:25:48.771111Z

Reference resolution

23 of 23 outbound references displayed

verified exact1
verified fuzzy1
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 72915c59-b04b-4d1d-b9c1-0e85b9512a6c · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:45:47.771052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 170719fc-9367-4686-87bf-bd67d437e008 · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T22:45:47.064384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe146d3c-a412-43f3-8384-1be424a7decf · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:45:47.741929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dde6cf7e-05e8-4890-9e02-3cafa92130de · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:45:47.078890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66084fbd-6b81-4e04-875f-8675653fba23 · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:45:47.709871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 381507ea-4d2d-495c-89b2-3528cf71b052 · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:45:47.690914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation de408ba1-7358-4cc3-96b7-beda2cfd3af0 · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:45:47.672392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6fcc1045-cecf-4d62-8a05-09e6689a1bbb · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T22:45:47.104228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db97e2ab-e211-4004-bbc4-90e6eb2e3be9 · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:45:47.635876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 38321ded-982c-4d93-bdb4-a3d1da97d659 · outbound

This paper cites Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T22:45:47.115337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b325c52a-62e5-48a6-93fd-46c75a3134bc · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:45:47.121388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fae5c63a-7f58-42f6-acdd-89b0b4d18e9b · outbound

This paper cites Leybzon and Corentin Kervadec.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Leybzon and Corentin Kervadec

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:45:47.612374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9690701c-a259-4772-abf8-a99f52eeaf07 · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T22:45:47.132607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 466a8424-87a8-48f4-8df3-ba10792a4a0c · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T22:45:47.139197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da78e9d0-7bad-4fe9-8ed2-bfcabee16bca · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:45:47.566090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9e52751e-251a-4eab-89e5-29b8e512238f · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:45:47.546952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b6590d91-2cac-4faa-9b20-0b679e212759 · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:45:47.526119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8d4f8665-1f5b-4beb-96ab-f6792853c5da · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T22:45:47.162028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e2658b6-6ee2-4add-b0bd-d89ed994384a · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:45:47.505313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 80222869-159b-44b5-94b1-925438407112 · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:45:47.485304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 18aae4d8-206f-4683-9647-202b4bc6871d · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:45:47.467290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d6b6f207-3236-4e6e-a815-299fb4d368e0 · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-06T22:45:47.245898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 950a4247-207c-4de2-a239-1791f3775a92 · outbound

This paper cites an unresolved cited work.

Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:45:47.448888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 0fbd2cd9-cc7e-4004-946f-0038acaea2de · inbound

LLM Harms: A Taxonomy and Discussion cites this paper.

LLM Harms: A Taxonomy and Discussion Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:31:24.800182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a4064876-7ff1-40d3-bf23-7a6aef032b07 · inbound

LLM Harms: A Taxonomy and Discussion cites this paper.

LLM Harms: A Taxonomy and Discussion Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T18:19:12.401967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41071891-4cac-4bdb-a981-f3b0e28427b0 · inbound

Decomposing Memorization Reduction in Privacy-Preserving Fine-Tuning of SLMs for CSIRTs cites this paper.

Decomposing Memorization Reduction in Privacy-Preserving Fine-Tuning of SLMs for CSIRTs Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:25:48.774033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 93757373-b9c7-4046-9205-cb8cf34cebb7 · inbound

How Many Bits Can an Adapter Write? Measuring the Capacity and Memorization of Parameter-Efficient Fine-Tuning cites this paper.

How Many Bits Can an Adapter Write? Measuring the Capacity and Memorization of Parameter-Efficient Fine-Tuning Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:42.734601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.